lucidrains / lightweight-ganLinks
Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two
☆1,675Updated 8 months ago
Alternatives and similar repositories for lightweight-gan
Users that are interested in lightweight-gan are comparing it to the libraries listed below
Sorting:
- Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experienc…☆3,782Updated 8 months ago
- StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation☆1,822Updated last year
- Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch☆2,821Updated last year
- A collection of pre-trained StyleGAN 2 models to download☆1,279Updated 3 years ago
- Official implementation of the paper "Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis" in ICLR 2021☆653Updated last year
- [NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training☆1,307Updated last year
- [SIGGRAPH'22] StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets☆985Updated last year
- Generative Adversarial Transformers☆1,342Updated 3 years ago
- StyleGAN2-ADA - Official PyTorch implementation☆4,367Updated last year
- ☆1,184Updated 3 years ago
- Implementation A Style-Based Generator Architecture for Generative Adversarial Networks in PyTorch☆1,112Updated 4 years ago
- StyleGAN 2 in Tensorflow 2.0☆485Updated 3 years ago
- A PyTorch implementation for StyleGAN with full features.☆381Updated 3 years ago
- Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.…☆1,043Updated 3 years ago
- [NeurIPS'21] Projected GANs Converge Faster☆897Updated last year
- [CVPR 2020] Interpreting the Latent Space of GANs for Semantic Face Editing☆1,551Updated 3 years ago
- An efficient PyTorch library for deep generative modeling.☆909Updated 11 months ago
- [NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang☆1,684Updated 2 years ago
- [TPAMI 2022] GAN Inversion: A Survey☆1,130Updated 7 months ago
- Discovering Interpretable GAN Controls [NeurIPS 2020]☆1,798Updated 2 years ago
- StyleGAN Encoder - converts real images to latent space☆1,075Updated 3 years ago
- Alias-Free GAN project website and code☆1,297Updated 3 years ago
- Official PyTorch repo for GAN's N' Roses. Diverse im2im and vid2vid selfie to anime translation.☆1,155Updated 3 years ago
- [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing☆785Updated 2 years ago
- [CVPR 2021] Closed-Form Factorization of Latent Semantics in GANs☆970Updated 4 years ago
- [CVPR 2022] StyleSwin: Transformer-based GAN for High-resolution Image Generation☆537Updated last year
- An official implementation of MobileStyleGAN in PyTorch☆693Updated 3 years ago
- Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/…☆1,025Updated 3 years ago
- Official implementation of "Designing an Encoder for StyleGAN Image Manipulation" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02766☆973Updated 2 years ago
- A Pytorch implementation of StyleGAN2☆167Updated 4 years ago